ismail aslan

Delivered end-to-end ML and data science solutions across manufacturing, FMCG, healthcare, and industrial domains. Built demand forecasting, real-time computer vision, predictive analytics, NLP APIs, and ML deployment pipelines. Led concurrent workstreams, mentored engineers, and contributed to technical hiring.

Designed and deployed AI solutions for regulated healthcare applications. Built computer vision pipelines to detect and redact PII in clinical documents and images, plus an ML-based clinical triage system covering 619 symptoms and 254 disease categories. Delivered production FastAPI services with audit-ready logging and structured output validation.

Ohio, USA. Research focused on feature selection, neural networks, dimensionality reduction, and statistical learning for high-dimensional datasets. Thesis: Selecting Salient Features Using Neural Networks in a Situation Where There are Many More Features than Exemplars.